Overview

Dataset Statistics

Number of Variables 18
Number of Rows 11534
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 2.2 MB
Average Row Size in Memory 203.0 B
Variable Types
  • Categorical: 4
  • Numerical: 14

Dataset Insights

SHOTS_OFF_GOAL and CORNERS have similar distributions Similar Distribution
GOAL_ATTEMPTS is skewed Skewed
SHOTS_ON_GOAL is skewed Skewed
SHOTS_OFF_GOAL is skewed Skewed
BLOCKED_SHOTS is skewed Skewed
CORNERS is skewed Skewed
THROW_IN is skewed Skewed
GOALKEEPER_SAVES is skewed Skewed
FOULS is skewed Skewed
COMPLETED_PASSES is skewed Skewed
TACKLES is skewed Skewed
ATTACKS is skewed Skewed
DANGEROUS_ATTACKS is skewed Skewed
ID has a high cardinality: 11534 distinct values High Cardinality
ID has constant length 10 Constant Length
OFFSIDES has constant length 1 Constant Length
YELLOW_CARDS has constant length 1 Constant Length
RED_CARDS has constant length 1 Constant Length
ID has all distinct values Unique
SHOTS_ON_GOAL has 2186 (18.95%) zeros Zeros
SHOTS_OFF_GOAL has 1626 (14.1%) zeros Zeros
BLOCKED_SHOTS has 4869 (42.21%) zeros Zeros
FREE_KICKS has 1075 (9.32%) zeros Zeros
CORNERS has 1892 (16.4%) zeros Zeros
THROW_IN has 8646 (74.96%) zeros Zeros
GOALKEEPER_SAVES has 2936 (25.46%) zeros Zeros
COMPLETED_PASSES has 6338 (54.95%) zeros Zeros
TACKLES has 5604 (48.59%) zeros Zeros
ATTACKS has 4375 (37.93%) zeros Zeros
DANGEROUS_ATTACKS has 4372 (37.91%) zeros Zeros
  • 1
  • 2
  • 3

Variables

ID

categorical

Approximate Distinct Count 11534
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 844.8 KB

Length

Mean 10
Standard Deviation 0
Median 10
Minimum 10
Maximum 10

Sample

1st row I7XF6FSRA1
2nd row KGJs2ZzqA1
3rd row 6XHk0D5eA1
4th row KIrtyAcHA1
5th row EFETfITFA1

Letter

Count 88544
Lowercase Letter 38858
Space Separator 0
Uppercase Letter 49686
Dash Punctuation 0
Decimal Number 26796
  • ID contains many words: 11534 words
  • ID has words of constant length

BALL_POSSESSION

numerical

Approximate Distinct Count 71
Approximate Unique (%) 0.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 48.6173
Minimum 13
Maximum 98
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • BALL_POSSESSION is skewed right (γ1 = 0.0641)

Quantile Statistics

Minimum 13
5-th Percentile 30
Q1 40
Median 48
Q3 57
95-th Percentile 68
Maximum 98
Range 85
IQR 17

Descriptive Statistics

Mean 48.6173
Standard Deviation 11.6495
Variance 135.7117
Sum 560752
Skewness 0.06411
Kurtosis -0.3678
Coefficient of Variation 0.2396
  • BALL_POSSESSION has 6 outliers

GOAL_ATTEMPTS

numerical

Approximate Distinct Count 19
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 4.994
Minimum 0
Maximum 18
Zeros 212
Zeros (%) 1.8%
Negatives 0
Negatives (%) 0.0%
  • GOAL_ATTEMPTS is skewed right (γ1 = 0.6886)

Quantile Statistics

Minimum 0
5-th Percentile 1
Q1 3
Median 5
Q3 7
95-th Percentile 10
Maximum 18
Range 18
IQR 4

Descriptive Statistics

Mean 4.994
Standard Deviation 2.7183
Variance 7.3893
Sum 57601
Skewness 0.6886
Kurtosis 0.5485
Coefficient of Variation 0.5443
  • GOAL_ATTEMPTS is not normally distributed (p-value 1.0868185556352567e-07)
  • GOAL_ATTEMPTS has 58 outliers

SHOTS_ON_GOAL

numerical

Approximate Distinct Count 12
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 1.814
Minimum 0
Maximum 11
Zeros 2186
Zeros (%) 18.9%
Negatives 0
Negatives (%) 0.0%
  • SHOTS_ON_GOAL is skewed right (γ1 = 1.0276)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 2
Q3 3
95-th Percentile 5
Maximum 11
Range 11
IQR 2

Descriptive Statistics

Mean 1.814
Standard Deviation 1.4843
Variance 2.2033
Sum 20923
Skewness 1.0276
Kurtosis 1.5485
Coefficient of Variation 0.8183
  • SHOTS_ON_GOAL is not normally distributed (p-value 2.0514716919647613e-13)
  • SHOTS_ON_GOAL has 85 outliers

SHOTS_OFF_GOAL

numerical

Approximate Distinct Count 13
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 2.1018
Minimum 0
Maximum 12
Zeros 1626
Zeros (%) 14.1%
Negatives 0
Negatives (%) 0.0%
  • SHOTS_OFF_GOAL is skewed right (γ1 = 0.9492)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 2
Q3 3
95-th Percentile 5
Maximum 12
Range 12
IQR 2

Descriptive Statistics

Mean 2.1018
Standard Deviation 1.5726
Variance 2.4729
Sum 24242
Skewness 0.9492
Kurtosis 1.4199
Coefficient of Variation 0.7482
  • SHOTS_OFF_GOAL is not normally distributed (p-value 7.765736148419652e-13)
  • SHOTS_OFF_GOAL has 142 outliers

BLOCKED_SHOTS

numerical

Approximate Distinct Count 11
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 1.0781
Minimum 0
Maximum 10
Zeros 4869
Zeros (%) 42.2%
Negatives 0
Negatives (%) 0.0%
  • BLOCKED_SHOTS is skewed right (γ1 = 1.3717)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 1
Q3 2
95-th Percentile 3
Maximum 10
Range 10
IQR 2

Descriptive Statistics

Mean 1.0781
Standard Deviation 1.2421
Variance 1.5428
Sum 12435
Skewness 1.3717
Kurtosis 2.399
Coefficient of Variation 1.1521
  • BLOCKED_SHOTS is not normally distributed (p-value 1.883925930446204e-17)
  • BLOCKED_SHOTS has 57 outliers

FREE_KICKS

numerical

Approximate Distinct Count 23
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 6.3662
Minimum 0
Maximum 22
Zeros 1075
Zeros (%) 9.3%
Negatives 0
Negatives (%) 0.0%
  • FREE_KICKS is skewed left (γ1 = -0.0217)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 4
Median 6
Q3 9
95-th Percentile 12
Maximum 22
Range 22
IQR 5

Descriptive Statistics

Mean 6.3662
Standard Deviation 3.3514
Variance 11.232
Sum 73428
Skewness -0.02175
Kurtosis -0.02315
Coefficient of Variation 0.5264
  • FREE_KICKS is not normally distributed (p-value 8.61924241552268e-06)
  • FREE_KICKS has 21 outliers

CORNERS

numerical

Approximate Distinct Count 12
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 2.1015
Minimum 0
Maximum 11
Zeros 1892
Zeros (%) 16.4%
Negatives 0
Negatives (%) 0.0%
  • CORNERS is skewed right (γ1 = 0.917)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 2
Q3 3
95-th Percentile 5
Maximum 11
Range 11
IQR 2

Descriptive Statistics

Mean 2.1015
Standard Deviation 1.6552
Variance 2.7398
Sum 24239
Skewness 0.917
Kurtosis 0.9692
Coefficient of Variation 0.7876
  • CORNERS is not normally distributed (p-value 3.5917426154591325e-12)
  • CORNERS has 174 outliers

OFFSIDES

categorical

Approximate Distinct Count 9
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 743.4 KB

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 2
2nd row 1
3rd row 4
4th row 1
5th row 3

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 11534
  • The top 2 categories (0, 1) take over 50.0%
  • OFFSIDES has words of constant length

THROW_IN

numerical

Approximate Distinct Count 27
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 2.7304
Minimum 0
Maximum 28
Zeros 8646
Zeros (%) 75.0%
Negatives 0
Negatives (%) 0.0%
  • THROW_IN is skewed right (γ1 = 1.6644)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 2
95-th Percentile 14
Maximum 28
Range 28
IQR 2

Descriptive Statistics

Mean 2.7304
Standard Deviation 5.1143
Variance 26.1564
Sum 31492
Skewness 1.6644
Kurtosis 1.5531
Coefficient of Variation 1.8731
  • THROW_IN is not normally distributed (p-value 5.906638749088533e-25)
  • THROW_IN has 2693 outliers

GOALKEEPER_SAVES

numerical

Approximate Distinct Count 11
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 1.5238
Minimum 0
Maximum 10
Zeros 2936
Zeros (%) 25.5%
Negatives 0
Negatives (%) 0.0%
  • GOALKEEPER_SAVES is skewed right (γ1 = 1.0957)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 1
Q3 2
95-th Percentile 4
Maximum 10
Range 10
IQR 2

Descriptive Statistics

Mean 1.5238
Standard Deviation 1.3728
Variance 1.8846
Sum 17575
Skewness 1.0957
Kurtosis 1.574
Coefficient of Variation 0.9009
  • GOALKEEPER_SAVES is not normally distributed (p-value 4.6002452292797564e-14)
  • GOALKEEPER_SAVES has 152 outliers

FOULS

numerical

Approximate Distinct Count 18
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 6.2094
Minimum 0
Maximum 17
Zeros 38
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • FOULS is skewed right (γ1 = 0.3937)

Quantile Statistics

Minimum 0
5-th Percentile 2
Q1 4
Median 6
Q3 8
95-th Percentile 11
Maximum 17
Range 17
IQR 4

Descriptive Statistics

Mean 6.2094
Standard Deviation 2.5952
Variance 6.7352
Sum 71619
Skewness 0.3937
Kurtosis 0.1031
Coefficient of Variation 0.418
  • FOULS is not normally distributed (p-value 1.0849568669430668e-07)
  • FOULS has 33 outliers

YELLOW_CARDS

categorical

Approximate Distinct Count 7
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 743.4 KB

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 1
2nd row 2
3rd row 2
4th row 0
5th row 0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 11534
  • The top 2 categories (0, 1) take over 50.0%
  • YELLOW_CARDS has words of constant length

RED_CARDS

categorical

Approximate Distinct Count 3
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 743.4 KB
  • The largest value (0) is over 40.04 times larger than the second largest value (1)

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 0
2nd row 0
3rd row 0
4th row 0
5th row 0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 11534
  • The top 2 categories (0, 1) take over 50.0%
  • The largest value (0) is over 40.04 times larger than the second largest value (1)
  • RED_CARDS has words of constant length

COMPLETED_PASSES

numerical

Approximate Distinct Count 370
Approximate Unique (%) 3.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 100.0656
Minimum 0
Maximum 530
Zeros 6338
Zeros (%) 54.9%
Negatives 0
Negatives (%) 0.0%
  • COMPLETED_PASSES is skewed right (γ1 = 0.6678)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 204
95-th Percentile 313
Maximum 530
Range 530
IQR 204

Descriptive Statistics

Mean 100.0656
Standard Deviation 119.8939
Variance 14374.5521
Sum 1.1542e+06
Skewness 0.6678
Kurtosis -0.9391
Coefficient of Variation 1.1982
  • COMPLETED_PASSES is not normally distributed (p-value 1.0883231442550418e-24)
  • COMPLETED_PASSES has 1 outliers

TACKLES

numerical

Approximate Distinct Count 25
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 4.046
Minimum 0
Maximum 27
Zeros 5604
Zeros (%) 48.6%
Negatives 0
Negatives (%) 0.0%
  • TACKLES is skewed right (γ1 = 0.7301)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 2.5
Q3 8
95-th Percentile 12
Maximum 27
Range 27
IQR 8

Descriptive Statistics

Mean 4.046
Standard Deviation 4.583
Variance 21.004
Sum 46666
Skewness 0.7301
Kurtosis -0.5331
Coefficient of Variation 1.1327
  • TACKLES is not normally distributed (p-value 2.5219647433475758e-23)
  • TACKLES has 7 outliers

ATTACKS

numerical

Approximate Distinct Count 108
Approximate Unique (%) 0.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 31.666
Minimum 0
Maximum 138
Zeros 4375
Zeros (%) 37.9%
Negatives 0
Negatives (%) 0.0%
  • ATTACKS is skewed right (γ1 = 0.0378)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 39
Q3 54
95-th Percentile 72
Maximum 138
Range 138
IQR 54

Descriptive Statistics

Mean 31.666
Standard Deviation 27.2511
Variance 742.6244
Sum 365236
Skewness 0.03776
Kurtosis -1.3374
Coefficient of Variation 0.8606
  • ATTACKS is not normally distributed (p-value 8.549716220369686e-23)
  • ATTACKS has 1 outliers

DANGEROUS_ATTACKS

numerical

Approximate Distinct Count 66
Approximate Unique (%) 0.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 13.3791
Minimum 0
Maximum 67
Zeros 4372
Zeros (%) 37.9%
Negatives 0
Negatives (%) 0.0%
  • DANGEROUS_ATTACKS is skewed right (γ1 = 0.6184)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 13
Q3 22
95-th Percentile 36
Maximum 67
Range 67
IQR 22

Descriptive Statistics

Mean 13.3791
Standard Deviation 12.9714
Variance 168.2564
Sum 154315
Skewness 0.6184
Kurtosis -0.3099
Coefficient of Variation 0.9695
  • DANGEROUS_ATTACKS is not normally distributed (p-value 2.058095771689301e-23)
  • DANGEROUS_ATTACKS has 38 outliers

Interactions

Correlations

Missing Values